diff --git a/.travis.yml b/.travis.yml
index 5b22b2d6..db520cb1 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,30 +1,31 @@
-dist: bionic
 language: python
-python:
-  - '3.5'
-  - '3.6'
-  - '3.7'
-  - '3.8'
+
+matrix:
+  include:
+    - language: python
+      dist: bionic
+      sudo: required
+      python: "3.7"
+      services:
+        - docker
+env:
+  global:
+    - CIBW_BUILD="cp36-* cp37-* cp38-*"
+    - CIBW_BEFORE_BUILD="pip install torch"
+    - TWINE_USERNAME=__token__
+    - secure: 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
+
 install:
+  - pip install --upgrade cibuildwheel
   - pip install -r requirements.txt
   - pip install .
 script:
   - pytest tests/
+  - python -m cibuildwheel --output-dir wheelhouse
 
-jobs:
-  include:
-    - stage: deploy
-      python: 3.8
-      install:
-        - pip install -r requirements.txt
-        - pip install .
-      script:
-        - pytest tests/
-      deploy:
-        provider: pypi
-        username: __token__
-        password:
-          secure: vUbqVM3nP1587JuwCcp4MPutC5qaSQ6tJcMw9d9oahQM/S/tMXOOcZEGAhc8Toh2FesrupxJ4uInJhK1++ydQw832MaUnNG9OsjdSM8fdMTsziLOvIgifFe8vsS2NsGJTE9ty5JIiJYFXBrx187YECu1AttyrzB4Y/QsIIZuUmMHZtRE0tJt4ZPp8KWY91wuq5TcgyXjbRYODlcHscMYoJqZBOIwXcb/rRFciIIrm9hhwJvVfZ1tI3wZ5Lnl3rj9dmBangc+wHa1gFI88A+kewgM3e76Z+07S0va8pXte6oD/X9SYKCPsisctEE0nIqV4pvr7sYyeS1yerNBC+LlmbR0xfU9nA/WcXQszX2Chz9Cz/3jIVV/Z7Jx8ddg78nqvIxb38AduUIB8t68CRpx6MR66QujLyNnARQjOuVA8thOFOmw8fVxBVhIcOpW7AAb9pZKW/m15IqvOgTBLp6x2lPPUi6eSYLR/C/qbPGNNiI3tgxXRBSs/kK+/dMun4pMFJ2oNmMvz1ZgSnMKJnkzjBN7PmzkZuurrgSuzmq61mrCyeaLHDJ/xjj00pV7Nn4mNbywzjNeiouYtgZDontZ/e2m5NU/fsr1YKNbZ0PtQT+ZT7qdiA2R3Hf3hLEVl+kADipvx0VTBg5ZjBOESpIXpa/JMj/JHApMCzQD6bZcU78=
-        on:
-          tags: true
-        distributions: "sdist bdist_wheel"
\ No newline at end of file
+after_success:
+  - |
+    if [[ $TRAVIS_TAG ]]; then
+      pip install twine
+      python -m twine upload wheelhouse/*.whl
+    fi
\ No newline at end of file